sqlmesh
https://github.com/tobikodata/sqlmesh
Python
Efficient data transformation and modeling framework that is backwards compatible with dbt.
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- Issues
- [CI/CD bot] Some plan diff output incompatible with GitHub markdown
- dbt_expectations tests issue
- Unique Values Audit does not quote identifiers for Snowflake
- Ducklake Postgres connection failure
- SQLMesh UI - Column lineage fails when using SELECT *
- In `SCD_TYPE_2_BY_TIME` models, (null -> non-value) values changes are not tracked properly.
- Table reference with the same name as a preceding CTE are missed from dependencies
- Base engine adapter's merge method does not support `WHEN NOT MATCHED BY SOURCE` in Databricks
- Spark Engine using Glue catalog with iceberg on S3, does not support views, virtual data env
- Support dbt-native unit tests within dbt adaptor
- Docs
- Python not yet supported